| Literature DB >> 34372489 |
Aleksandra Pawlicka1, Marek Pawlicki1, Rafał Kozik1, Ryszard S Choraś2.
Abstract
This paper discusses the valuable role recommender systems may play in cybersecurity. First, a comprehensive presentation of recommender system types is presented, as well as their advantages and disadvantages, possible applications and security concerns. Then, the paper collects and presents the state of the art concerning the use of recommender systems in cybersecurity; both the existing solutions and future ideas are presented. The contribution of this paper is two-fold: to date, to the best of our knowledge, there has been no work collecting the applications of recommenders for cybersecurity. Moreover, this paper attempts to complete a comprehensive survey of recommender types, after noticing that other works usually mention two-three types at once and neglect the others.Entities:
Keywords: collaborative filtering; cybersecurity; recommender systems
Year: 2021 PMID: 34372489 DOI: 10.3390/s21155248
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576